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Table 6 Correlation between the virtual error and the three specific coherence measures: Variance (constant biclusters), MSR (shifting biclusters) and SMSR (scaling biclusters). Most of the algorithms agree that the expected patterns are of shifting nature

From: Biclustering fMRI time series: a comparative study

Algorithms

Artificial Data

Real Data

Type of Pattern

Variance

MSR

SMSR

Variance

MSR

SMSR

BicPAM

0.009

0.133

0.000

0.040

0.306

0.000

Shifting

Bimax

0.003

0.037

0.087

0.196

0.001

0.000

Constant/scaling

CCC

0.112

0.007

0.000

0.200

0.033

0.000

Constant

FABIA

0.051

0.627

0.061

0.003

0.763

0.001

Shifting

ISA

0.050

0.453

0.000

0.040

0.045

0.000

Shifting

Spectral biclustering

0.009

0.125

0.000

0.103

0.361

0.000

Shifting

XMotifs

0.115

0.378

0.016

0.003

0.670

0.000

Shifting